Search Results for author: Marios Fragkoulis

Found 3 papers, 2 papers with code

Improving Sequential Recommendations with LLMs

1 code implementation2 Feb 2024 Artun Boz, Wouter Zorgdrager, Zoe Kotti, Jesse Harte, Panos Louridas, Dietmar Jannach, Marios Fragkoulis

We conduct extensive experiments on three datasets and explore a large variety of configurations, including different language models and baseline recommendation models, to obtain a comprehensive picture of the performance of each approach.

Sequential Recommendation

Leveraging Large Language Models for Sequential Recommendation

1 code implementation17 Sep 2023 Jesse Harte, Wouter Zorgdrager, Panos Louridas, Asterios Katsifodimos, Dietmar Jannach, Marios Fragkoulis

Sequential recommendation problems have received increasing attention in research during the past few years, leading to the inception of a large variety of algorithmic approaches.

Sequential Recommendation

A Survey on the Evolution of Stream Processing Systems

no code implementations3 Aug 2020 Marios Fragkoulis, Paris Carbone, Vasiliki Kalavri, Asterios Katsifodimos

Stream processing has been an active research field for more than 20 years, but it is now witnessing its prime time due to recent successful efforts by the research community and numerous worldwide open-source communities.

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